Dataset statistics
| Number of variables | 26 |
|---|---|
| Number of observations | 2401273 |
| Missing cells | 58 |
| Missing cells (%) | < 0.1% |
| Duplicate rows | 0 |
| Duplicate rows (%) | 0.0% |
| Total size in memory | 476.3 MiB |
| Average record size in memory | 208.0 B |
Variable types
| CAT | 12 |
|---|---|
| NUM | 12 |
| BOOL | 2 |
Reproduction
| Analysis started | 2021-09-14 01:08:08.053294 |
|---|---|
| Analysis finished | 2021-09-14 01:13:26.483894 |
| Duration | 5 minutes and 18.43 seconds |
| Version | pandas-profiling v2.8.0 |
| Command line | pandas_profiling --config_file config.yaml [YOUR_FILE.csv] |
| Download configuration | config.yaml |
GRID_TYPE has constant value "Shot Chart Detail" | Constant |
SHOT_ATTEMPTED_FLAG has constant value "1" | Constant |
PLAYER_NAME has a high cardinality: 1437 distinct values | High cardinality |
ACTION_TYPE has a high cardinality: 65 distinct values | High cardinality |
PERIOD is highly correlated with GAME_EVENT_ID | High correlation |
GAME_EVENT_ID is highly correlated with PERIOD | High correlation |
GAME_DATE is highly correlated with GAME_ID | High correlation |
GAME_ID is highly correlated with GAME_DATE | High correlation |
SHOT_ZONE_BASIC is highly correlated with SHOT_TYPE | High correlation |
SHOT_TYPE is highly correlated with SHOT_ZONE_BASIC and 1 other fields | High correlation |
SHOT_ZONE_RANGE is highly correlated with SHOT_TYPE | High correlation |
MINUTES_REMAINING has 244457 (10.2%) zeros | Zeros |
SECONDS_REMAINING has 66705 (2.8%) zeros | Zeros |
SHOT_DISTANCE has 256926 (10.7%) zeros | Zeros |
LOC_X has 153237 (6.4%) zeros | Zeros |
LOC_Y has 109140 (4.5%) zeros | Zeros |
df_index
Real number (ℝ≥0)
| Distinct count | 219458 |
|---|---|
| Unique (%) | 9.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 100563.7943903088 |
|---|---|
| Minimum | 0 |
| Maximum | 219457 |
| Zeros | 12 |
| Zeros (%) | < 0.1% |
| Memory size | 18.3 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 10005 |
| Q1 | 50026 |
| median | 100053 |
| Q3 | 150079 |
| 95-th percentile | 193433 |
| Maximum | 219457 |
| Range | 219457 |
| Interquartile range (IQR) | 100053 |
Descriptive statistics
| Standard deviation | 58581.99766 |
|---|---|
| Coefficient of variation (CV) | 0.5825356732 |
| Kurtosis | -1.154057161 |
| Mean | 100563.7944 |
| Median Absolute Deviation (MAD) | 50027 |
| Skewness | 0.04093024395 |
| Sum | 2.414811242e+11 |
| Variance | 3431850450 |
| Value | Count | Frequency (%) | |
| 2047 | 12 | < 0.1% | |
| 121642 | 12 | < 0.1% | |
| 117544 | 12 | < 0.1% | |
| 111399 | 12 | < 0.1% | |
| 113446 | 12 | < 0.1% | |
| 107301 | 12 | < 0.1% | |
| 109348 | 12 | < 0.1% | |
| 103203 | 12 | < 0.1% | |
| 105250 | 12 | < 0.1% | |
| 99105 | 12 | < 0.1% | |
| Other values (219448) | 2401153 | > 99.9% |
| Value | Count | Frequency (%) | |
| 0 | 12 | < 0.1% | |
| 1 | 12 | < 0.1% | |
| 2 | 12 | < 0.1% | |
| 3 | 12 | < 0.1% | |
| 4 | 12 | < 0.1% |
| Value | Count | Frequency (%) | |
| 219457 | 1 | < 0.1% | |
| 219456 | 1 | < 0.1% | |
| 219455 | 1 | < 0.1% | |
| 219454 | 1 | < 0.1% | |
| 219453 | 1 | < 0.1% |
| Distinct count | 1 |
|---|---|
| Unique (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 18.3 MiB |
| Shot Chart Detail |
|---|
| Value | Count | Frequency (%) | |
| Shot Chart Detail | 2401273 | 100.0% |
Length
| Max length | 17 |
|---|---|
| Median length | 17 |
| Mean length | 17 |
| Min length | 17 |
| Distinct count | 14198 |
|---|---|
| Unique (%) | 0.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 21456085.03299375 |
|---|---|
| Minimum | 20900001 |
| Maximum | 22001080 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 18.3 MiB |
Quantile statistics
| Minimum | 20900001 |
|---|---|
| 5-th percentile | 20900736 |
| Q1 | 21200235 |
| median | 21500163 |
| Q3 | 21701221 |
| 95-th percentile | 22000401 |
| Maximum | 22001080 |
| Range | 1101079 |
| Interquartile range (IQR) | 500986 |
Descriptive statistics
| Standard deviation | 341374.9769 |
|---|---|
| Coefficient of variation (CV) | 0.0159104038 |
| Kurtosis | -1.180033895 |
| Mean | 21456085.03 |
| Median Absolute Deviation (MAD) | 299876 |
| Skewness | -0.04883585296 |
| Sum | 5.152191768e+13 |
| Variance | 1.165368749e+11 |
| Value | Count | Frequency (%) | |
| 21600711 | 247 | < 0.1% | |
| 21500391 | 244 | < 0.1% | |
| 21800928 | 242 | < 0.1% | |
| 21401022 | 236 | < 0.1% | |
| 21801145 | 234 | < 0.1% | |
| 21401184 | 234 | < 0.1% | |
| 21800853 | 233 | < 0.1% | |
| 21100722 | 233 | < 0.1% | |
| 21800920 | 230 | < 0.1% | |
| 21800480 | 226 | < 0.1% | |
| Other values (14188) | 2398914 | 99.9% |
| Value | Count | Frequency (%) | |
| 20900001 | 142 | < 0.1% | |
| 20900002 | 160 | < 0.1% | |
| 20900003 | 158 | < 0.1% | |
| 20900004 | 172 | < 0.1% | |
| 20900005 | 160 | < 0.1% |
| Value | Count | Frequency (%) | |
| 22001080 | 185 | < 0.1% | |
| 22001079 | 192 | < 0.1% | |
| 22001078 | 202 | < 0.1% | |
| 22001077 | 176 | < 0.1% | |
| 22001076 | 185 | < 0.1% |
| Distinct count | 900 |
|---|---|
| Unique (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 276.1711517182761 |
|---|---|
| Minimum | 1 |
| Maximum | 1012 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 18.3 MiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 22 |
| Q1 | 126 |
| median | 270 |
| Q3 | 413 |
| 95-th percentile | 570 |
| Maximum | 1012 |
| Range | 1011 |
| Interquartile range (IQR) | 287 |
Descriptive statistics
| Standard deviation | 174.292407 |
|---|---|
| Coefficient of variation (CV) | 0.631102872 |
| Kurtosis | -0.8910411342 |
| Mean | 276.1711517 |
| Median Absolute Deviation (MAD) | 144 |
| Skewness | 0.2392967739 |
| Sum | 663162330 |
| Variance | 30377.84314 |
| Value | Count | Frequency (%) | |
| 7 | 8020 | 0.3% | |
| 9 | 7239 | 0.3% | |
| 2 | 7118 | 0.3% | |
| 11 | 6561 | 0.3% | |
| 13 | 6249 | 0.3% | |
| 15 | 6057 | 0.3% | |
| 17 | 6004 | 0.3% | |
| 16 | 5962 | 0.2% | |
| 19 | 5956 | 0.2% | |
| 14 | 5954 | 0.2% | |
| Other values (890) | 2336153 | 97.3% |
| Value | Count | Frequency (%) | |
| 1 | 8 | < 0.1% | |
| 2 | 7118 | 0.3% | |
| 3 | 4081 | 0.2% | |
| 4 | 5132 | 0.2% | |
| 5 | 4608 | 0.2% |
| Value | Count | Frequency (%) | |
| 1012 | 1 | < 0.1% | |
| 986 | 1 | < 0.1% | |
| 984 | 1 | < 0.1% | |
| 982 | 1 | < 0.1% | |
| 980 | 1 | < 0.1% |
PLAYER_ID
Real number (ℝ≥0)
| Distinct count | 1441 |
|---|---|
| Unique (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 385108.771863091 |
|---|---|
| Minimum | 255 |
| Maximum | 1630466 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 18.3 MiB |
Quantile statistics
| Minimum | 255 |
|---|---|
| 5-th percentile | 1938 |
| Q1 | 101181 |
| median | 201967 |
| Q3 | 203487 |
| 95-th percentile | 1628470 |
| Maximum | 1630466 |
| Range | 1630211 |
| Interquartile range (IQR) | 102306 |
Descriptive statistics
| Standard deviation | 547242.1731 |
|---|---|
| Coefficient of variation (CV) | 1.421006773 |
| Kurtosis | 1.306065482 |
| Mean | 385108.7719 |
| Median Absolute Deviation (MAD) | 1525 |
| Skewness | 1.773765552 |
| Sum | 9.247512959e+11 |
| Variance | 2.99473996e+11 |
| Value | Count | Frequency (%) | |
| 201566 | 16676 | 0.7% | |
| 2544 | 15727 | 0.7% | |
| 201935 | 14657 | 0.6% | |
| 201942 | 13813 | 0.6% | |
| 201142 | 13706 | 0.6% | |
| 200746 | 13532 | 0.6% | |
| 2546 | 13512 | 0.6% | |
| 201939 | 13293 | 0.6% | |
| 203081 | 12544 | 0.5% | |
| 202689 | 11527 | 0.5% | |
| Other values (1431) | 2262286 | 94.2% |
| Value | Count | Frequency (%) | |
| 255 | 2077 | 0.1% | |
| 283 | 30 | < 0.1% | |
| 406 | 664 | < 0.1% | |
| 436 | 574 | < 0.1% | |
| 467 | 1949 | 0.1% |
| Value | Count | Frequency (%) | |
| 1630466 | 67 | < 0.1% | |
| 1630273 | 84 | < 0.1% | |
| 1630271 | 108 | < 0.1% | |
| 1630268 | 7 | < 0.1% | |
| 1630267 | 315 | < 0.1% |
| Distinct count | 1437 |
|---|---|
| Unique (%) | 0.1% |
| Missing | 58 |
| Missing (%) | < 0.1% |
| Memory size | 18.3 MiB |
| Russell Westbrook | 16676 |
|---|---|
| LeBron James | 15727 |
| James Harden | 14657 |
| DeMar DeRozan | 13813 |
| Kevin Durant | 13706 |
| Other values (1432) |
| Value | Count | Frequency (%) | |
| Russell Westbrook | 16676 | 0.7% | |
| LeBron James | 15727 | 0.7% | |
| James Harden | 14657 | 0.6% | |
| DeMar DeRozan | 13813 | 0.6% | |
| Kevin Durant | 13706 | 0.6% | |
| LaMarcus Aldridge | 13532 | 0.6% | |
| Carmelo Anthony | 13512 | 0.6% | |
| Stephen Curry | 13293 | 0.6% | |
| Damian Lillard | 12544 | 0.5% | |
| Kemba Walker | 11527 | 0.5% | |
| Other values (1427) | 2262228 | 94.2% |
Length
| Max length | 24 |
|---|---|
| Median length | 13 |
| Mean length | 12.84705154 |
| Min length | 3 |
TEAM_ID
Real number (ℝ≥0)
| Distinct count | 30 |
|---|---|
| Unique (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1610612751.4979606 |
|---|---|
| Minimum | 1610612737 |
| Maximum | 1610612766 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 18.3 MiB |
Quantile statistics
| Minimum | 1610612737 |
|---|---|
| 5-th percentile | 1610612738 |
| Q1 | 1610612744 |
| median | 1610612752 |
| Q3 | 1610612759 |
| 95-th percentile | 1610612765 |
| Maximum | 1610612766 |
| Range | 29 |
| Interquartile range (IQR) | 15 |
Descriptive statistics
| Standard deviation | 8.643051807 |
|---|---|
| Coefficient of variation (CV) | 5.366312789e-09 |
| Kurtosis | -1.201686809 |
| Mean | 1610612751 |
| Median Absolute Deviation (MAD) | 7 |
| Skewness | -0.0003723065345 |
| Sum | 3.867520914e+15 |
| Variance | 74.70234453 |
| Value | Count | Frequency (%) | |
| 1610612743 | 81459 | 3.4% | |
| 1610612757 | 81320 | 3.4% | |
| 1610612744 | 81277 | 3.4% | |
| 1610612756 | 81237 | 3.4% | |
| 1610612758 | 81125 | 3.4% | |
| 1610612764 | 81112 | 3.4% | |
| 1610612747 | 80800 | 3.4% | |
| 1610612749 | 80786 | 3.4% | |
| 1610612755 | 80682 | 3.4% | |
| 1610612750 | 80608 | 3.4% | |
| Other values (20) | 1590867 | 66.3% |
| Value | Count | Frequency (%) | |
| 1610612737 | 79325 | 3.3% | |
| 1610612738 | 79683 | 3.3% | |
| 1610612739 | 78853 | 3.3% | |
| 1610612740 | 80478 | 3.4% | |
| 1610612741 | 79884 | 3.3% |
| Value | Count | Frequency (%) | |
| 1610612766 | 78567 | 3.3% | |
| 1610612765 | 79825 | 3.3% | |
| 1610612764 | 81112 | 3.4% | |
| 1610612763 | 79925 | 3.3% | |
| 1610612762 | 78008 | 3.2% |
TEAM_NAME
Categorical
| Distinct count | 34 |
|---|---|
| Unique (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 18.3 MiB |
| Denver Nuggets | 81459 |
|---|---|
| Portland Trail Blazers | 81320 |
| Golden State Warriors | 81277 |
| Phoenix Suns | 81237 |
| Sacramento Kings | 81125 |
| Other values (29) |
| Value | Count | Frequency (%) | |
| Denver Nuggets | 81459 | 3.4% | |
| Portland Trail Blazers | 81320 | 3.4% | |
| Golden State Warriors | 81277 | 3.4% | |
| Phoenix Suns | 81237 | 3.4% | |
| Sacramento Kings | 81125 | 3.4% | |
| Washington Wizards | 81112 | 3.4% | |
| Los Angeles Lakers | 80800 | 3.4% | |
| Milwaukee Bucks | 80786 | 3.4% | |
| Philadelphia 76ers | 80682 | 3.4% | |
| Minnesota Timberwolves | 80608 | 3.4% | |
| Other values (24) | 1590867 | 66.3% |
Length
| Max length | 22 |
|---|---|
| Median length | 15 |
| Mean length | 15.93987189 |
| Min length | 9 |
| Distinct count | 8 |
|---|---|
| Unique (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2.48166743223282 |
|---|---|
| Minimum | 1 |
| Maximum | 8 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 18.3 MiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 1 |
| median | 2 |
| Q3 | 3 |
| 95-th percentile | 4 |
| Maximum | 8 |
| Range | 7 |
| Interquartile range (IQR) | 2 |
Descriptive statistics
| Standard deviation | 1.137764367 |
|---|---|
| Coefficient of variation (CV) | 0.4584677027 |
| Kurtosis | -1.207269808 |
| Mean | 2.481667432 |
| Median Absolute Deviation (MAD) | 1 |
| Skewness | 0.09535472525 |
| Sum | 5959161 |
| Variance | 1.294507754 |
| Value | Count | Frequency (%) | |
| 1 | 625023 | 26.0% | |
| 2 | 600876 | 25.0% | |
| 3 | 588821 | 24.5% | |
| 4 | 569733 | 23.7% | |
| 5 | 14444 | 0.6% | |
| 6 | 1934 | 0.1% | |
| 7 | 369 | < 0.1% | |
| 8 | 73 | < 0.1% |
| Value | Count | Frequency (%) | |
| 1 | 625023 | 26.0% | |
| 2 | 600876 | 25.0% | |
| 3 | 588821 | 24.5% | |
| 4 | 569733 | 23.7% | |
| 5 | 14444 | 0.6% |
| Value | Count | Frequency (%) | |
| 8 | 73 | < 0.1% | |
| 7 | 369 | < 0.1% | |
| 6 | 1934 | 0.1% | |
| 5 | 14444 | 0.6% | |
| 4 | 569733 | 23.7% |
| Distinct count | 13 |
|---|---|
| Unique (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 5.334222306251726 |
|---|---|
| Minimum | 0 |
| Maximum | 12 |
| Zeros | 244457 |
| Zeros (%) | 10.2% |
| Memory size | 18.3 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 2 |
| median | 5 |
| Q3 | 8 |
| 95-th percentile | 11 |
| Maximum | 12 |
| Range | 12 |
| Interquartile range (IQR) | 6 |
Descriptive statistics
| Standard deviation | 3.461527875 |
|---|---|
| Coefficient of variation (CV) | 0.6489283116 |
| Kurtosis | -1.225869232 |
| Mean | 5.334222306 |
| Median Absolute Deviation (MAD) | 3 |
| Skewness | 0.01445043173 |
| Sum | 12808924 |
| Variance | 11.98217523 |
| Value | Count | Frequency (%) | |
| 0 | 244457 | 10.2% | |
| 9 | 202877 | 8.4% | |
| 10 | 201443 | 8.4% | |
| 8 | 200908 | 8.4% | |
| 7 | 200559 | 8.4% | |
| 1 | 199902 | 8.3% | |
| 4 | 199057 | 8.3% | |
| 6 | 198941 | 8.3% | |
| 3 | 198473 | 8.3% | |
| 5 | 196369 | 8.2% | |
| Other values (3) | 358287 | 14.9% |
| Value | Count | Frequency (%) | |
| 0 | 244457 | 10.2% | |
| 1 | 199902 | 8.3% | |
| 2 | 194535 | 8.1% | |
| 3 | 198473 | 8.3% | |
| 4 | 199057 | 8.3% |
| Value | Count | Frequency (%) | |
| 12 | 42 | < 0.1% | |
| 11 | 163710 | 6.8% | |
| 10 | 201443 | 8.4% | |
| 9 | 202877 | 8.4% | |
| 8 | 200908 | 8.4% |
| Distinct count | 60 |
|---|---|
| Unique (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 28.780207414983636 |
|---|---|
| Minimum | 0 |
| Maximum | 59 |
| Zeros | 66705 |
| Zeros (%) | 2.8% |
| Memory size | 18.3 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 2 |
| Q1 | 14 |
| median | 29 |
| Q3 | 44 |
| 95-th percentile | 56 |
| Maximum | 59 |
| Range | 59 |
| Interquartile range (IQR) | 30 |
Descriptive statistics
| Standard deviation | 17.44793333 |
|---|---|
| Coefficient of variation (CV) | 0.6062476576 |
| Kurtosis | -1.195070657 |
| Mean | 28.78020741 |
| Median Absolute Deviation (MAD) | 15 |
| Skewness | 0.008026500944 |
| Sum | 69109135 |
| Variance | 304.4303775 |
| Value | Count | Frequency (%) | |
| 0 | 66705 | 2.8% | |
| 1 | 48899 | 2.0% | |
| 2 | 43816 | 1.8% | |
| 3 | 41861 | 1.7% | |
| 43 | 41378 | 1.7% | |
| 45 | 41219 | 1.7% | |
| 41 | 41187 | 1.7% | |
| 4 | 41122 | 1.7% | |
| 44 | 41072 | 1.7% | |
| 42 | 41004 | 1.7% | |
| Other values (50) | 1953010 | 81.3% |
| Value | Count | Frequency (%) | |
| 0 | 66705 | 2.8% | |
| 1 | 48899 | 2.0% | |
| 2 | 43816 | 1.8% | |
| 3 | 41861 | 1.7% | |
| 4 | 41122 | 1.7% |
| Value | Count | Frequency (%) | |
| 59 | 36892 | 1.5% | |
| 58 | 36580 | 1.5% | |
| 57 | 36462 | 1.5% | |
| 56 | 37131 | 1.5% | |
| 55 | 36519 | 1.5% |
EVENT_TYPE
Categorical
| Distinct count | 2 |
|---|---|
| Unique (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 18.3 MiB |
| Missed Shot | |
|---|---|
| Made Shot |
| Value | Count | Frequency (%) | |
| Missed Shot | 1304339 | 54.3% | |
| Made Shot | 1096934 | 45.7% |
Length
| Max length | 11 |
|---|---|
| Median length | 11 |
| Mean length | 10.08637294 |
| Min length | 9 |
| Distinct count | 65 |
|---|---|
| Unique (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 18.3 MiB |
| Jump Shot | |
|---|---|
| Layup Shot | |
| Driving Layup Shot | 168181 |
| Pullup Jump shot | 147516 |
| Step Back Jump shot | 51518 |
| Other values (60) |
| Value | Count | Frequency (%) | |
| Jump Shot | 1118449 | 46.6% | |
| Layup Shot | 230297 | 9.6% | |
| Driving Layup Shot | 168181 | 7.0% | |
| Pullup Jump shot | 147516 | 6.1% | |
| Step Back Jump shot | 51518 | 2.1% | |
| Floating Jump shot | 42782 | 1.8% | |
| Hook Shot | 39987 | 1.7% | |
| Dunk Shot | 37926 | 1.6% | |
| Turnaround Jump Shot | 37917 | 1.6% | |
| Fadeaway Jump Shot | 35635 | 1.5% | |
| Other values (55) | 491065 | 20.5% |
Length
| Max length | 34 |
|---|---|
| Median length | 9 |
| Mean length | 12.96793867 |
| Min length | 7 |
| Distinct count | 2 |
|---|---|
| Unique (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 18.3 MiB |
| 2PT Field Goal | |
|---|---|
| 3PT Field Goal |
| Value | Count | Frequency (%) | |
| 2PT Field Goal | 1696456 | 70.6% | |
| 3PT Field Goal | 704817 | 29.4% |
Length
| Max length | 14 |
|---|---|
| Median length | 14 |
| Mean length | 14 |
| Min length | 14 |
| Distinct count | 7 |
|---|---|
| Unique (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 18.3 MiB |
| Restricted Area | |
|---|---|
| Mid-Range | |
| Above the Break 3 | |
| In The Paint (Non-RA) | |
| Left Corner 3 | 90030 |
| Other values (2) | 88856 |
| Value | Count | Frequency (%) | |
| Restricted Area | 772051 | 32.2% | |
| Mid-Range | 560425 | 23.3% | |
| Above the Break 3 | 525668 | 21.9% | |
| In The Paint (Non-RA) | 364243 | 15.2% | |
| Left Corner 3 | 90030 | 3.7% | |
| Right Corner 3 | 83674 | 3.5% | |
| Backcourt | 5182 | 0.2% |
Length
| Max length | 21 |
|---|---|
| Median length | 15 |
| Mean length | 14.8248504 |
| Min length | 9 |
SHOT_ZONE_AREA
Categorical
| Distinct count | 6 |
|---|---|
| Unique (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 18.3 MiB |
| Center(C) | |
|---|---|
| Right Side Center(RC) | |
| Left Side Center(LC) | |
| Left Side(L) | 257697 |
| Right Side(R) | 244567 |
| Value | Count | Frequency (%) | |
| Center(C) | 1323862 | 55.1% | |
| Right Side Center(RC) | 286018 | 11.9% | |
| Left Side Center(LC) | 283229 | 11.8% | |
| Left Side(L) | 257697 | 10.7% | |
| Right Side(R) | 244567 | 10.2% | |
| Back Court(BC) | 5900 | 0.2% |
Length
| Max length | 21 |
|---|---|
| Median length | 9 |
| Mean length | 12.4684078 |
| Min length | 9 |
| Distinct count | 5 |
|---|---|
| Unique (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 18.3 MiB |
| Less Than 8 ft. | |
|---|---|
| 24+ ft. | |
| 16-24 ft. | |
| 8-16 ft. | |
| Back Court Shot | 5900 |
| Value | Count | Frequency (%) | |
| Less Than 8 ft. | 995653 | 41.5% | |
| 24+ ft. | 698654 | 29.1% | |
| 16-24 ft. | 368887 | 15.4% | |
| 8-16 ft. | 332179 | 13.8% | |
| Back Court Shot | 5900 | 0.2% |
Length
| Max length | 15 |
|---|---|
| Median length | 9 |
| Mean length | 10.78231755 |
| Min length | 7 |
| Distinct count | 90 |
|---|---|
| Unique (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 12.62536871067971 |
|---|---|
| Minimum | 0 |
| Maximum | 89 |
| Zeros | 256926 |
| Zeros (%) | 10.7% |
| Memory size | 18.3 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 2 |
| median | 13 |
| Q3 | 23 |
| 95-th percentile | 26 |
| Maximum | 89 |
| Range | 89 |
| Interquartile range (IQR) | 21 |
Descriptive statistics
| Standard deviation | 10.12164103 |
|---|---|
| Coefficient of variation (CV) | 0.8016907281 |
| Kurtosis | -0.6546963137 |
| Mean | 12.62536871 |
| Median Absolute Deviation (MAD) | 11 |
| Skewness | 0.2548096617 |
| Sum | 30316957 |
| Variance | 102.4476172 |
| Value | Count | Frequency (%) | |
| 0 | 256926 | 10.7% | |
| 1 | 254879 | 10.6% | |
| 25 | 206992 | 8.6% | |
| 2 | 177854 | 7.4% | |
| 24 | 168681 | 7.0% | |
| 23 | 105814 | 4.4% | |
| 26 | 104642 | 4.4% | |
| 3 | 82392 | 3.4% | |
| 18 | 69928 | 2.9% | |
| 17 | 67723 | 2.8% | |
| Other values (80) | 905442 | 37.7% |
| Value | Count | Frequency (%) | |
| 0 | 256926 | 10.7% | |
| 1 | 254879 | 10.6% | |
| 2 | 177854 | 7.4% | |
| 3 | 82392 | 3.4% | |
| 4 | 61462 | 2.6% |
| Value | Count | Frequency (%) | |
| 89 | 2 | < 0.1% | |
| 88 | 1 | < 0.1% | |
| 87 | 2 | < 0.1% | |
| 86 | 10 | < 0.1% | |
| 85 | 12 | < 0.1% |
| Distinct count | 501 |
|---|---|
| Unique (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | -0.6563252075045195 |
|---|---|
| Minimum | -250 |
| Maximum | 250 |
| Zeros | 153237 |
| Zeros (%) | 6.4% |
| Memory size | 18.3 MiB |
Quantile statistics
| Minimum | -250 |
|---|---|
| 5-th percentile | -207 |
| Q1 | -52 |
| median | 0 |
| Q3 | 50 |
| 95-th percentile | 201 |
| Maximum | 250 |
| Range | 500 |
| Interquartile range (IQR) | 102 |
Descriptive statistics
| Standard deviation | 109.6600497 |
|---|---|
| Coefficient of variation (CV) | -167.0818802 |
| Kurtosis | -0.06020020608 |
| Mean | -0.6563252075 |
| Median Absolute Deviation (MAD) | 51 |
| Skewness | -0.03041592098 |
| Sum | -1576016 |
| Variance | 12025.3265 |
| Value | Count | Frequency (%) | |
| 0 | 153237 | 6.4% | |
| 2 | 34884 | 1.5% | |
| -2 | 34621 | 1.4% | |
| 1 | 34083 | 1.4% | |
| 9 | 32189 | 1.3% | |
| 6 | 31420 | 1.3% | |
| 4 | 29180 | 1.2% | |
| -4 | 26829 | 1.1% | |
| -5 | 24892 | 1.0% | |
| -7 | 23021 | 1.0% | |
| Other values (491) | 1976917 | 82.3% |
| Value | Count | Frequency (%) | |
| -250 | 179 | < 0.1% | |
| -249 | 7 | < 0.1% | |
| -248 | 319 | < 0.1% | |
| -247 | 27 | < 0.1% | |
| -246 | 559 | < 0.1% |
| Value | Count | Frequency (%) | |
| 250 | 104 | < 0.1% | |
| 249 | 8 | < 0.1% | |
| 248 | 192 | < 0.1% | |
| 247 | 235 | < 0.1% | |
| 246 | 224 | < 0.1% |
| Distinct count | 894 |
|---|---|
| Unique (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 85.07121805808836 |
|---|---|
| Minimum | -52 |
| Maximum | 884 |
| Zeros | 109140 |
| Zeros (%) | 4.5% |
| Memory size | 18.3 MiB |
Quantile statistics
| Minimum | -52 |
|---|---|
| 5-th percentile | -3 |
| Q1 | 9 |
| median | 45 |
| Q3 | 160 |
| 95-th percentile | 247 |
| Maximum | 884 |
| Range | 936 |
| Interquartile range (IQR) | 151 |
Descriptive statistics
| Standard deviation | 90.44396919 |
|---|---|
| Coefficient of variation (CV) | 1.063155921 |
| Kurtosis | 0.9365197495 |
| Mean | 85.07121806 |
| Median Absolute Deviation (MAD) | 45 |
| Skewness | 0.9712933698 |
| Sum | 204279219 |
| Variance | 8180.111564 |
| Value | Count | Frequency (%) | |
| 0 | 109140 | 4.5% | |
| 1 | 68248 | 2.8% | |
| 11 | 57571 | 2.4% | |
| 7 | 55107 | 2.3% | |
| 6 | 44504 | 1.9% | |
| 3 | 44320 | 1.8% | |
| 4 | 40739 | 1.7% | |
| 9 | 33746 | 1.4% | |
| 15 | 32752 | 1.4% | |
| -6 | 31933 | 1.3% | |
| Other values (884) | 1883213 | 78.4% |
| Value | Count | Frequency (%) | |
| -52 | 1 | < 0.1% | |
| -51 | 24 | < 0.1% | |
| -49 | 19 | < 0.1% | |
| -48 | 1 | < 0.1% | |
| -47 | 19 | < 0.1% |
| Value | Count | Frequency (%) | |
| 884 | 1 | < 0.1% | |
| 877 | 1 | < 0.1% | |
| 867 | 1 | < 0.1% | |
| 865 | 1 | < 0.1% | |
| 863 | 1 | < 0.1% |
| Distinct count | 1 |
|---|---|
| Unique (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 18.3 MiB |
| 1 |
|---|
| Value | Count | Frequency (%) | |
| 1 | 2401273 | 100.0% |
SHOT_MADE_FLAG
Boolean
| Distinct count | 2 |
|---|---|
| Unique (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 18.3 MiB |
| 0 | |
|---|---|
| 1 |
| Value | Count | Frequency (%) | |
| 0 | 1304339 | 54.3% | |
| 1 | 1096934 | 45.7% |
| Distinct count | 1885 |
|---|---|
| Unique (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 20152558.751388952 |
|---|---|
| Minimum | 20091027 |
| Maximum | 20210516 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 18.3 MiB |
Quantile statistics
| Minimum | 20091027 |
|---|---|
| 5-th percentile | 20100205 |
| Q1 | 20121201 |
| median | 20151117 |
| Q3 | 20180411 |
| 95-th percentile | 20210215 |
| Maximum | 20210516 |
| Range | 119489 |
| Interquartile range (IQR) | 59210 |
Descriptive statistics
| Standard deviation | 34406.02302 |
|---|---|
| Coefficient of variation (CV) | 0.00170727814 |
| Kurtosis | -1.083732596 |
| Mean | 20152558.75 |
| Median Absolute Deviation (MAD) | 29907 |
| Skewness | -0.01606109147 |
| Sum | 4.839179521e+13 |
| Variance | 1183774420 |
| Value | Count | Frequency (%) | |
| 20210516 | 2702 | 0.1% | |
| 20140416 | 2574 | 0.1% | |
| 20161125 | 2566 | 0.1% | |
| 20190407 | 2563 | 0.1% | |
| 20130417 | 2535 | 0.1% | |
| 20200120 | 2532 | 0.1% | |
| 20181123 | 2509 | 0.1% | |
| 20110413 | 2492 | 0.1% | |
| 20191127 | 2487 | 0.1% | |
| 20191228 | 2484 | 0.1% | |
| Other values (1875) | 2375829 | 98.9% |
| Value | Count | Frequency (%) | |
| 20091027 | 632 | < 0.1% | |
| 20091028 | 1936 | 0.1% | |
| 20091029 | 304 | < 0.1% | |
| 20091030 | 2108 | 0.1% | |
| 20091031 | 1081 | < 0.1% |
| Value | Count | Frequency (%) | |
| 20210516 | 2702 | 0.1% | |
| 20210515 | 1104 | < 0.1% | |
| 20210514 | 1415 | 0.1% | |
| 20210513 | 1591 | 0.1% | |
| 20210512 | 1083 | < 0.1% |
HTM
Categorical
| Distinct count | 32 |
|---|---|
| Unique (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 18.3 MiB |
| GSW | 81644 |
|---|---|
| PHX | 81616 |
| HOU | 81536 |
| LAL | 81386 |
| DEN | 81277 |
| Other values (27) |
| Value | Count | Frequency (%) | |
| GSW | 81644 | 3.4% | |
| PHX | 81616 | 3.4% | |
| HOU | 81536 | 3.4% | |
| LAL | 81386 | 3.4% | |
| DEN | 81277 | 3.4% | |
| POR | 80877 | 3.4% | |
| OKC | 80805 | 3.4% | |
| SAC | 80742 | 3.4% | |
| WAS | 80492 | 3.4% | |
| IND | 80398 | 3.3% | |
| Other values (22) | 1590500 | 66.2% |
Length
| Max length | 3 |
|---|---|
| Median length | 3 |
| Mean length | 3 |
| Min length | 3 |
VTM
Categorical
| Distinct count | 32 |
|---|---|
| Unique (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 18.3 MiB |
| LAL | 81594 |
|---|---|
| GSW | 81500 |
| DEN | 81209 |
| OKC | 81119 |
| SAC | 81093 |
| Other values (27) |
| Value | Count | Frequency (%) | |
| LAL | 81594 | 3.4% | |
| GSW | 81500 | 3.4% | |
| DEN | 81209 | 3.4% | |
| OKC | 81119 | 3.4% | |
| SAC | 81093 | 3.4% | |
| POR | 81061 | 3.4% | |
| PHX | 80960 | 3.4% | |
| MIL | 80882 | 3.4% | |
| MIN | 80868 | 3.4% | |
| HOU | 80845 | 3.4% | |
| Other values (22) | 1590142 | 66.2% |
Length
| Max length | 3 |
|---|---|
| Median length | 3 |
| Mean length | 3 |
| Min length | 3 |
SEASON_ID
Categorical
| Distinct count | 12 |
|---|---|
| Unique (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 18.3 MiB |
| 2018-19 | 219458 |
|---|---|
| 2017-18 | 211707 |
| 2016-17 | 209929 |
| 2015-16 | 207893 |
| 2014-15 | 205550 |
| Other values (7) |
| Value | Count | Frequency (%) | |
| 2018-19 | 219458 | 9.1% | |
| 2017-18 | 211707 | 8.8% | |
| 2016-17 | 209929 | 8.7% | |
| 2015-16 | 207893 | 8.7% | |
| 2014-15 | 205550 | 8.6% | |
| 2013-14 | 204126 | 8.5% | |
| 2012-13 | 201579 | 8.4% | |
| 2009-10 | 200966 | 8.4% | |
| 2010-11 | 199761 | 8.3% | |
| 2020-21 | 190983 | 8.0% | |
| Other values (2) | 349321 | 14.5% |
Length
| Max length | 7 |
|---|---|
| Median length | 7 |
| Mean length | 7 |
| Min length | 7 |
Pearson's r
The Pearson's correlation coefficient (r) is a measure of linear correlation between two variables. It's value lies between -1 and +1, -1 indicating total negative linear correlation, 0 indicating no linear correlation and 1 indicating total positive linear correlation. Furthermore, r is invariant under separate changes in location and scale of the two variables, implying that for a linear function the angle to the x-axis does not affect r.To calculate r for two variables X and Y, one divides the covariance of X and Y by the product of their standard deviations.
Spearman's ρ
The Spearman's rank correlation coefficient (ρ) is a measure of monotonic correlation between two variables, and is therefore better in catching nonlinear monotonic correlations than Pearson's r. It's value lies between -1 and +1, -1 indicating total negative monotonic correlation, 0 indicating no monotonic correlation and 1 indicating total positive monotonic correlation.To calculate ρ for two variables X and Y, one divides the covariance of the rank variables of X and Y by the product of their standard deviations.
Kendall's τ
Similarly to Spearman's rank correlation coefficient, the Kendall rank correlation coefficient (τ) measures ordinal association between two variables. It's value lies between -1 and +1, -1 indicating total negative correlation, 0 indicating no correlation and 1 indicating total positive correlation.To calculate τ for two variables X and Y, one determines the number of concordant and discordant pairs of observations. τ is given by the number of concordant pairs minus the discordant pairs divided by the total number of pairs.
Phik (φk)
Phik (φk) is a new and practical correlation coefficient that works consistently between categorical, ordinal and interval variables, captures non-linear dependency and reverts to the Pearson correlation coefficient in case of a bivariate normal input distribution. There is extensive documentation available here.Cramér's V (φc)
Cramér's V is an association measure for nominal random variables. The coefficient ranges from 0 to 1, with 0 indicating independence and 1 indicating perfect association. The empirical estimators used for Cramér's V have been proved to be biased, even for large samples. We use a bias-corrected measure that has been proposed by Bergsma in 2013 that can be found here.First rows
| df_index | GRID_TYPE | GAME_ID | GAME_EVENT_ID | PLAYER_ID | PLAYER_NAME | TEAM_ID | TEAM_NAME | PERIOD | MINUTES_REMAINING | SECONDS_REMAINING | EVENT_TYPE | ACTION_TYPE | SHOT_TYPE | SHOT_ZONE_BASIC | SHOT_ZONE_AREA | SHOT_ZONE_RANGE | SHOT_DISTANCE | LOC_X | LOC_Y | SHOT_ATTEMPTED_FLAG | SHOT_MADE_FLAG | GAME_DATE | HTM | VTM | SEASON_ID | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 0 | Shot Chart Detail | 22000012 | 27 | 203932 | Aaron Gordon | 1610612753 | Orlando Magic | 1 | 9 | 56 | Missed Shot | Jump Shot | 3PT Field Goal | Above the Break 3 | Left Side Center(LC) | 24+ ft. | 24 | -146 | 199 | 1 | 0 | 20201223 | ORL | MIA | 2020-21 |
| 1 | 1 | Shot Chart Detail | 22000012 | 40 | 203932 | Aaron Gordon | 1610612753 | Orlando Magic | 1 | 8 | 55 | Made Shot | Running Dunk Shot | 2PT Field Goal | Restricted Area | Center(C) | Less Than 8 ft. | 0 | -4 | 5 | 1 | 1 | 20201223 | ORL | MIA | 2020-21 |
| 2 | 2 | Shot Chart Detail | 22000012 | 60 | 203932 | Aaron Gordon | 1610612753 | Orlando Magic | 1 | 7 | 10 | Missed Shot | Step Back Jump shot | 3PT Field Goal | Above the Break 3 | Left Side Center(LC) | 24+ ft. | 25 | -154 | 198 | 1 | 0 | 20201223 | ORL | MIA | 2020-21 |
| 3 | 3 | Shot Chart Detail | 22000012 | 64 | 203932 | Aaron Gordon | 1610612753 | Orlando Magic | 1 | 6 | 34 | Made Shot | Dunk Shot | 2PT Field Goal | Restricted Area | Center(C) | Less Than 8 ft. | 0 | -4 | -4 | 1 | 1 | 20201223 | ORL | MIA | 2020-21 |
| 4 | 4 | Shot Chart Detail | 22000012 | 75 | 203932 | Aaron Gordon | 1610612753 | Orlando Magic | 1 | 5 | 36 | Made Shot | Tip Layup Shot | 2PT Field Goal | Restricted Area | Center(C) | Less Than 8 ft. | 0 | 0 | 0 | 1 | 1 | 20201223 | ORL | MIA | 2020-21 |
| 5 | 5 | Shot Chart Detail | 22000012 | 183 | 203932 | Aaron Gordon | 1610612753 | Orlando Magic | 2 | 9 | 50 | Missed Shot | Step Back Jump shot | 3PT Field Goal | Above the Break 3 | Left Side Center(LC) | 24+ ft. | 25 | -187 | 171 | 1 | 0 | 20201223 | ORL | MIA | 2020-21 |
| 6 | 6 | Shot Chart Detail | 22000012 | 249 | 203932 | Aaron Gordon | 1610612753 | Orlando Magic | 2 | 5 | 51 | Made Shot | Layup Shot | 2PT Field Goal | Restricted Area | Center(C) | Less Than 8 ft. | 2 | -4 | 27 | 1 | 1 | 20201223 | ORL | MIA | 2020-21 |
| 7 | 7 | Shot Chart Detail | 22000012 | 515 | 203932 | Aaron Gordon | 1610612753 | Orlando Magic | 4 | 11 | 34 | Made Shot | Jump Shot | 3PT Field Goal | Right Corner 3 | Right Side(R) | 24+ ft. | 23 | 230 | 41 | 1 | 1 | 20201223 | ORL | MIA | 2020-21 |
| 8 | 8 | Shot Chart Detail | 22000012 | 539 | 203932 | Aaron Gordon | 1610612753 | Orlando Magic | 4 | 9 | 41 | Made Shot | Jump Shot | 2PT Field Goal | Mid-Range | Right Side(R) | 16-24 ft. | 19 | 167 | 94 | 1 | 1 | 20201223 | ORL | MIA | 2020-21 |
| 9 | 9 | Shot Chart Detail | 22000012 | 557 | 203932 | Aaron Gordon | 1610612753 | Orlando Magic | 4 | 8 | 33 | Made Shot | Running Alley Oop Dunk Shot | 2PT Field Goal | Restricted Area | Center(C) | Less Than 8 ft. | 2 | 6 | 26 | 1 | 1 | 20201223 | ORL | MIA | 2020-21 |
Last rows
| df_index | GRID_TYPE | GAME_ID | GAME_EVENT_ID | PLAYER_ID | PLAYER_NAME | TEAM_ID | TEAM_NAME | PERIOD | MINUTES_REMAINING | SECONDS_REMAINING | EVENT_TYPE | ACTION_TYPE | SHOT_TYPE | SHOT_ZONE_BASIC | SHOT_ZONE_AREA | SHOT_ZONE_RANGE | SHOT_DISTANCE | LOC_X | LOC_Y | SHOT_ATTEMPTED_FLAG | SHOT_MADE_FLAG | GAME_DATE | HTM | VTM | SEASON_ID | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 2401263 | 200956 | Shot Chart Detail | 20901195 | 413 | 980 | Zydrunas Ilgauskas | 1610612739 | Cleveland Cavaliers | 4 | 8 | 13 | Missed Shot | Jump Shot | 2PT Field Goal | Mid-Range | Left Side(L) | 8-16 ft. | 14 | -144 | 14 | 1 | 0 | 20100411 | CLE | ORL | 2009-10 |
| 2401264 | 200957 | Shot Chart Detail | 20901195 | 438 | 980 | Zydrunas Ilgauskas | 1610612739 | Cleveland Cavaliers | 4 | 5 | 45 | Missed Shot | Layup Shot | 2PT Field Goal | Restricted Area | Center(C) | Less Than 8 ft. | 0 | 1 | 7 | 1 | 0 | 20100411 | CLE | ORL | 2009-10 |
| 2401265 | 200958 | Shot Chart Detail | 20901195 | 439 | 980 | Zydrunas Ilgauskas | 1610612739 | Cleveland Cavaliers | 4 | 5 | 44 | Made Shot | Tip Shot | 2PT Field Goal | Restricted Area | Center(C) | Less Than 8 ft. | 1 | 9 | -5 | 1 | 1 | 20100411 | CLE | ORL | 2009-10 |
| 2401266 | 200959 | Shot Chart Detail | 20901195 | 442 | 980 | Zydrunas Ilgauskas | 1610612739 | Cleveland Cavaliers | 4 | 5 | 18 | Missed Shot | Jump Shot | 2PT Field Goal | Mid-Range | Left Side Center(LC) | 16-24 ft. | 17 | -112 | 134 | 1 | 0 | 20100411 | CLE | ORL | 2009-10 |
| 2401267 | 200960 | Shot Chart Detail | 20901217 | 75 | 980 | Zydrunas Ilgauskas | 1610612739 | Cleveland Cavaliers | 1 | 2 | 40 | Missed Shot | Jump Shot | 2PT Field Goal | Mid-Range | Left Side Center(LC) | 16-24 ft. | 17 | -130 | 110 | 1 | 0 | 20100414 | ATL | CLE | 2009-10 |
| 2401268 | 200961 | Shot Chart Detail | 20901217 | 112 | 980 | Zydrunas Ilgauskas | 1610612739 | Cleveland Cavaliers | 1 | 0 | 19 | Made Shot | Turnaround Jump Shot | 2PT Field Goal | In The Paint (Non-RA) | Center(C) | 8-16 ft. | 10 | -7 | 108 | 1 | 1 | 20100414 | ATL | CLE | 2009-10 |
| 2401269 | 200962 | Shot Chart Detail | 20901217 | 160 | 980 | Zydrunas Ilgauskas | 1610612739 | Cleveland Cavaliers | 2 | 7 | 4 | Missed Shot | Turnaround Jump Shot | 2PT Field Goal | Mid-Range | Left Side(L) | 8-16 ft. | 14 | -144 | 31 | 1 | 0 | 20100414 | ATL | CLE | 2009-10 |
| 2401270 | 200963 | Shot Chart Detail | 20901217 | 196 | 980 | Zydrunas Ilgauskas | 1610612739 | Cleveland Cavaliers | 2 | 4 | 54 | Missed Shot | Jump Shot | 2PT Field Goal | Mid-Range | Center(C) | 16-24 ft. | 17 | 47 | 170 | 1 | 0 | 20100414 | ATL | CLE | 2009-10 |
| 2401271 | 200964 | Shot Chart Detail | 20901217 | 396 | 980 | Zydrunas Ilgauskas | 1610612739 | Cleveland Cavaliers | 4 | 11 | 39 | Missed Shot | Hook Shot | 2PT Field Goal | In The Paint (Non-RA) | Center(C) | 8-16 ft. | 10 | 7 | 105 | 1 | 0 | 20100414 | ATL | CLE | 2009-10 |
| 2401272 | 200965 | Shot Chart Detail | 20901217 | 449 | 980 | Zydrunas Ilgauskas | 1610612739 | Cleveland Cavaliers | 4 | 7 | 24 | Made Shot | Jump Shot | 2PT Field Goal | Mid-Range | Right Side Center(RC) | 16-24 ft. | 17 | 100 | 142 | 1 | 1 | 20100414 | ATL | CLE | 2009-10 |